import unittest

from transformers import DebertaVaTokenizer, DebertaVaTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


A__     =				get_tests_dir("""fixtures/spiece.model""")
@require_sentencepiece
@require_tokenizers
class 	_lowerCAmelCase		(  lowerCamelCase__   , unittest.TestCase					):
							_UpperCAmelCase         =  DebertaVaTokenizer
							_UpperCAmelCase         =  DebertaVaTokenizerFast
							_UpperCAmelCase         =  True
							_UpperCAmelCase         =  True







							def 					snake_case	(					self  :     int		):
										super().setUp()

										# We have a SentencePiece fixture for testing
										lowerCamelCase    :int    	=  DebertaVaTokenizer(__snake_case						,       unk_token='''<unk>'''		)
										tokenizer.save_pretrained(self.tmpdirname		)







							def 					snake_case	(					self  :     Union[str, Any]						,       __snake_case  :     str		):
										lowerCamelCase    :Dict    	=  'this is a test'
										lowerCamelCase    :Optional[int]    	=  'this is a test'
										return input_text, output_text







							def 					snake_case	(					self  :     List[str]		):
										lowerCamelCase    :Tuple    	=  '<pad>'
										lowerCamelCase    :List[Any]    	=  0

										self.assertEqual(self.get_tokenizer()._convert_token_to_id(__snake_case		)						,       __snake_case		)
										self.assertEqual(self.get_tokenizer()._convert_id_to_token(__snake_case		)						,       __snake_case		)







							def 					snake_case	(					self  :     Any		):
										lowerCamelCase    :int    	=  list(self.get_tokenizer().get_vocab().keys()		)
										self.assertEqual(vocab_keys[0]						,       '''<pad>'''		)
										self.assertEqual(vocab_keys[1]						,       '''<unk>'''		)
										self.assertEqual(vocab_keys[-1]						,       '''[PAD]'''		)
										self.assertEqual(len(__snake_case		)						,       30001		)







							def 					snake_case	(					self  :     Optional[int]		):
										self.assertEqual(self.get_tokenizer().vocab_size						,       30000		)







							def 					snake_case	(					self  :     int		):
										# fmt: off
										lowerCamelCase    :List[str]    	=  ' \tHeLLo!how  \n Are yoU?  '
										lowerCamelCase    :List[Any]    	=  ['▁hello', '!', 'how', '▁are', '▁you', '?']
										# fmt: on

										lowerCamelCase    :Optional[Any]    	=  DebertaVaTokenizer(__snake_case						,       do_lower_case=__snake_case		)
										lowerCamelCase    :List[Any]    	=  tokenizer.convert_ids_to_tokens(tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :Optional[int]    	=  DebertaVaTokenizerFast(__snake_case						,       do_lower_case=__snake_case		)
										lowerCamelCase    :Dict    	=  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)







							@unittest.skip('''There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'''		)
							def 					snake_case	(					self  :     List[str]		):
										pass







							@unittest.skip('''There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'''		)
							def 					snake_case	(					self  :     Dict		):
										pass







							def 					snake_case	(					self  :     Union[str, Any]		):
										# fmt: off
										lowerCamelCase    :Any    	=  'I was born in 92000, and this is falsé.'
										lowerCamelCase    :Tuple    	=  ['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
										# fmt: on

										lowerCamelCase    :str    	=  DebertaVaTokenizer(__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :str    	=  tokenizer.convert_ids_to_tokens(tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :str    	=  DebertaVaTokenizerFast(__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Dict    	=  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)







							def 					snake_case	(					self  :     Tuple		):
										# fmt: off
										lowerCamelCase    :int    	=  'I was born in 92000, and this is falsé.'
										lowerCamelCase    :Union[str, Any]    	=  ['▁i', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
										# fmt: on

										lowerCamelCase    :List[str]    	=  DebertaVaTokenizer(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Dict    	=  tokenizer.convert_ids_to_tokens(tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)
										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :str    	=  DebertaVaTokenizerFast(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Tuple    	=  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)
										self.assertListEqual(__snake_case						,       __snake_case		)







							def 					snake_case	(					self  :     Union[str, Any]		):
										# fmt: off
										lowerCamelCase    :List[str]    	=  'I was born in 92000, and this is falsé.'
										lowerCamelCase    :Optional[int]    	=  ['▁i', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
										# fmt: on

										lowerCamelCase    :Dict    	=  DebertaVaTokenizer(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :str    	=  tokenizer.convert_ids_to_tokens(tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :int    	=  DebertaVaTokenizerFast(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Union[str, Any]    	=  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)







							def 					snake_case	(					self  :     Tuple		):
										# fmt: off
										lowerCamelCase    :Optional[int]    	=  'I was born in 92000, and this is falsé.'
										lowerCamelCase    :Optional[Any]    	=  ['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
										# fmt: on

										lowerCamelCase    :List[Any]    	=  DebertaVaTokenizer(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Dict    	=  tokenizer.convert_ids_to_tokens(tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :Union[str, Any]    	=  DebertaVaTokenizerFast(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Tuple    	=  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)







							def 					snake_case	(					self  :     Tuple		):
										# fmt: off
										lowerCamelCase    :str    	=  ' \tHeLLo!how  \n Are yoU?  '
										lowerCamelCase    :Any    	=  ['▁', '<unk>', 'e', '<unk>', 'o', '!', 'how', '▁', '<unk>', 're', '▁yo', '<unk>', '?']
										# fmt: on

										lowerCamelCase    :int    	=  DebertaVaTokenizer(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Dict    	=  tokenizer.convert_ids_to_tokens(tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :List[Any]    	=  DebertaVaTokenizerFast(__snake_case						,       do_lower_case=__snake_case						,       split_by_punct=__snake_case		)
										lowerCamelCase    :Any    	=  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)

										self.assertListEqual(__snake_case						,       __snake_case		)







							def 					snake_case	(					self  :     int		):
										lowerCamelCase    :List[Any]    	=  self.get_tokenizer()
										lowerCamelCase    :List[Any]    	=  self.get_rust_tokenizer()

										lowerCamelCase    :Tuple    	=  'I was born in 92000, and this is falsé.'

										lowerCamelCase    :List[str]    	=  tokenizer.convert_ids_to_tokens(tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)
										lowerCamelCase    :Optional[Any]    	=  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)		)
										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :Dict    	=  tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)
										lowerCamelCase    :List[Any]    	=  rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :Any    	=  self.get_rust_tokenizer()
										lowerCamelCase    :Dict    	=  tokenizer.encode(__snake_case		)
										lowerCamelCase    :str    	=  rust_tokenizer.encode(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)







							def 					snake_case	(					self  :     str		):
										lowerCamelCase    :List[str]    	=  'This is a test'
										lowerCamelCase    :int    	=  [13, 1, 4398, 25, 21, 1289]
										lowerCamelCase    :str    	=  ['▁', 'T', 'his', '▁is', '▁a', '▁test']
										lowerCamelCase    :Union[str, Any]    	=  ['▁', '<unk>', 'his', '▁is', '▁a', '▁test']

										lowerCamelCase    :Tuple    	=  DebertaVaTokenizer(__snake_case						,       keep_accents=__snake_case		)
										lowerCamelCase    :Any    	=  DebertaVaTokenizerFast(__snake_case						,       keep_accents=__snake_case		)

										lowerCamelCase    :str    	=  tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :List[str]    	=  tokenizer.tokenize(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :Tuple    	=  tokenizer.convert_ids_to_tokens(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :int    	=  rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :List[Any]    	=  rust_tokenizer.tokenize(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :Optional[int]    	=  rust_tokenizer.convert_ids_to_tokens(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)

										# fmt: off
										lowerCamelCase    :Optional[int]    	=  'I was born in 92000, and this is falsé.'
										lowerCamelCase    :List[Any]    	=  [13, 1, 23, 386, 19, 561, 3050, 15, 17, 48, 25, 8256, 18, 1, 9]
										lowerCamelCase    :Optional[Any]    	=  ['▁', 'I', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', 'é', '.', ]
										lowerCamelCase    :List[Any]    	=  ['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
										# fmt: on

										lowerCamelCase    :Dict    	=  tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :Union[str, Any]    	=  tokenizer.tokenize(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :Union[str, Any]    	=  tokenizer.convert_ids_to_tokens(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)

										lowerCamelCase    :Dict    	=  rust_tokenizer.encode(__snake_case						,       add_special_tokens=__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :Optional[Any]    	=  rust_tokenizer.tokenize(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)
										lowerCamelCase    :Optional[Any]    	=  rust_tokenizer.convert_ids_to_tokens(__snake_case		)
										self.assertListEqual(__snake_case						,       __snake_case		)







							def 					snake_case	(					self  :     Union[str, Any]		):
										lowerCamelCase    :Union[str, Any]    	=  DebertaVaTokenizer(__snake_case		)

										lowerCamelCase    :Optional[int]    	=  tokenizer.encode('''sequence builders'''		)
										lowerCamelCase    :Tuple    	=  tokenizer.encode('''multi-sequence build'''		)

										lowerCamelCase    :Optional[Any]    	=  tokenizer.build_inputs_with_special_tokens(__snake_case		)
										lowerCamelCase    :Union[str, Any]    	=  tokenizer.build_inputs_with_special_tokens(__snake_case						,       __snake_case		)

										self.assertEqual([tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]						,       __snake_case		)
										self.assertEqual(
										    [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [tokenizer.sep_token_id]						,       __snake_case						,       )







							@slow
							def 					snake_case	(					self  :     Optional[int]		):
										# fmt: off
										lowerCamelCase    :Dict    	=  {'input_ids': [[1, 39867, 36, 19390, 486, 27, 35052, 81436, 18, 60685, 1225, 7, 35052, 81436, 18, 9367, 16899, 18, 15937, 53, 594, 773, 18, 16287, 30465, 36, 15937, 6, 41139, 38, 36979, 60763, 191, 6, 34132, 99, 6, 50538, 390, 43230, 6, 34132, 2779, 20850, 14, 699, 1072, 1194, 36, 382, 10901, 53, 7, 699, 1072, 2084, 36, 20422, 630, 53, 19, 105, 3049, 1896, 1053, 16899, 1506, 11, 37978, 4243, 7, 1237, 31869, 200, 16566, 654, 6, 35052, 81436, 7, 55630, 13593, 4, 2], [1, 26, 15011, 13, 667, 8, 1053, 18, 23611, 1237, 72356, 12820, 34, 104134, 1209, 35, 13313, 6627, 21, 202, 347, 7, 164, 2399, 11, 46, 4485, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 5, 1232, 2864, 15785, 14951, 105, 5, 8581, 1250, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], 'token_type_ids': [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], 'attention_mask': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
										# fmt: on

										self.tokenizer_integration_test_util(
										    expected_encoding=__snake_case						,       model_name='''microsoft/deberta-v2-xlarge'''						,       revision='''ad6e42c1532ddf3a15c39246b63f5559d558b670'''						,       )








'''simple docstring'''






def  lowerCamelCase__			(		_A					,     _A					,     _A=False							):

  if isinstance(_A					,     _A							) and isinstance(_A					,     _A							):
    a		:   Tuple	  =	len(set_a.intersection(_A							)							)

    if alternative_union:
      a		:   Union[str, Any]	  =	len(_A							) + len(_A							)
    else:
      a		:   Optional[Any]	  =	len(set_a.union(_A							)							)

    return intersection / union

  if isinstance(_A					,     (list, tuple)							) and isinstance(_A					,     (list, tuple)							):
    a		:   int	  =	[element for element in set_a if element in set_b]

    if alternative_union:
      a		:   Optional[int]	  =	len(_A							) + len(_A							)
      return len(_A							) / union
    else:
      a		:   Tuple	  =	set_a + [element for element in set_b if element not in set_a]
      return len(_A							) / len(_A							)

    return len(_A							) / len(_A							)
  return None


if __name__ == "__main__":
     lowerCAmelCase:   str					=		{'a', 'b', 'c', 'd', 'e'}
     lowerCAmelCase:   Optional[Any]					=		{'c', 'd', 'e', 'f', 'h', 'i'}
     print(jaccard_similarity(set_a, set_b))